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Data Ingestion with Python Cookbook: A practical guide to ingesting, monitoring, and identifying errors in the data ingestion process by Esppenchutz, Gláucia

“…Deploy your data ingestion pipeline, orchestrate, and monitor efficiently to prevent loss of data and quality Key Features Harness best practices to create a Python and PySpark data ingestion…”
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Data ingestion with Python cookbook: a practical guide helping you ingest, monitor, and identify errors in the data ingestion process by Esppenchutz, Glaucia

“… and quality.Key FeaturesImplement the best practices to create a data Ingestion pipeline using python and pySparkAutomate and orchestrate your data pipelines using Apache AirflowBuild a monitoring framework…”
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Enhancing self‐directed learning and Python mastery through integration of a large language model and learning analytics dashboard by Liu, Ming, Wu, Zhongming, Dai, Haimin, Su, Yifei, Malik, Laiba, Liao, Jian, Zhang, Wei, Guo, Shuo, Liu, Li, Zhao, Junqiang

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The Python workshop: a practical, no-nonsense introduction to Python development by Andrew Bird, Bird, Dr Lau Cher Han, Han, Mario Corchero Jimenez, Jimenez, Graham Lee, Lee, Corey Wade, Wade

“… you progress at your own pace, on your own termsUse your physical print copy to redeem free access to the online interactive editionBook DescriptionYou already know you want to learn Python…”
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The Python Workshop: Learn to Code in Python and Kickstart Your Career in Software Development or Data Science by Pons, Olivier, Bird, Andrew, Han, Lau Cher, Jiménez, Mario Corchero, Lee, Graham, Wade, Corey

“…More than just a Python guide for beginners, The Python Workshop takes you through the full spectrum of basic to advanced topics, equipping you with the skills you need to get started with data science…”
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Transforming Hydrology Python Packages into Web Application Programming Interfaces: A Comprehensive Workflow Using Modern Web Technologies by Pulla, Sarva T., Yasarer, Hakan, Yarbrough, Lance D.

“… This study presents a comprehensive workflow for converting Python-based hydrological models into web APIs, addressing the need for more accessible and interoperable modeling tools…”
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Exploring Teaching Reform of Chemical Process Simulation with AI Integration: Optimization Practice Based on Python and Aspen Plus by Sun, Jin, Zeng, Xingye, Lin, Cunhui, Wang, Li, Shan, Shufeng, Fan, Zhongfeng

“…With the rapid development of artificial intelligence (AI) technologies, the field of chemical process simulation has ushered in new opportunities for growth…”
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The Educational Applications of Knowledge Graph in Python Courses by Yin, Qiang, Yu, Xiaomei, Gong, Zhaokun, Zhao, Lixiang, Peng, Haowei, Jiao, Xiaotong

“… The teaching process of Python courses faces the following problems: there are many knowledge points and difficulties in Python courses, a singular form of knowledge…”
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The Data Science Workshop: A New, Interactive Approach to Learning Data Science by So, Anthony, V. Joseph, Thomas, Thas John, Robert, Worsley, Andrew, Asare, Samuel

“…Cut through the noise and get real results with a step-by-step approach to data science…”
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HistoMIL: a Python package for training Multiple Instance Learning models on histopathology slides by Pan, Shi, Secrier, Maria

“… We introduce HistoMIL, a Python package designed to simplify the implementation, training, and inference process of MIL-based algorithms for computational pathologists and bio…”
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ManPy: an open-source software tool for building discrete event simulation models of manufacturing systems by Dagkakis, Georgios, Papagiannopoulos, Ioannis, Heavey, Cathal

“… for ‘Manufacturing in Python’ but employs a generic approach that can be extended to other types of business processes such as services, logistics and supply chain management…”
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Using Machine Learning in Veterinary Medical Education: An Introduction for Veterinary Medicine Educators by Hooper, Sarah E., Hecker, Kent G., Artemiou, Elpida

“…Machine learning (ML) offers potential opportunities to enhance the learning, teaching, and assessments within veterinary medical education including but not limited to assisting with admissions processes as well…”
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Digital Capability, Open-Source Use, and Interoperability Standards Within the National Health Service in England: Survey of Health Care Trusts by Bennion, Matthew Russell, Spencer, Ross, Moore, Roger K, Kenyon, Richard

“…In 2016, the National Health Service (NHS) England sought to drive digital transformation within select NHS trusts through the Global Digital Exemplar (GDE)…”
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Artificial Intelligence and Machine Learning Fundamentals: Develop Real-World Applications Powered by the Latest AI Advances by Nagy, Zsolt

“…Artificial Intelligence and Machine Learning Fundamentals teaches you machine learning and neural networks from the ground up using real-world examples. After…”
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Analyzing and Modeling the Municipal Sewage Sludge Drying Process Using Python by Mihelič, Erik, Klinar, Dušan, Rižnar, Klavdija, Oprčkal, Primož

“…) drying process in an illustrative chemical engineering practice. The drying process is performed on a flat plate while maintaining a uniform, parallel drying air speed…”
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On Enhancing Application-Ability Training in Discrete Mathematics by Li, Tun, Liu, Wanwei, Chen, Liqian, Mao, Xiaoguang

“…In this work-in-progress innovative practice paper, we argue the application-ability training in Discrete Mathematics (DM…”
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pyOpenSci: Open and reproducible research, powered by Python by Trizna, Michael, Wasser, Leah, Nicholson, David

“… pyOpenSci will work with the community to openly develop best practice guidelines and open standards for scientific Python software, which will be reinforced through a community-led peer review process and training…”
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Redesigning a Computer Science Capstone Course with Micro-credentials by Song, Yang

“…This Innovate Practice work-in-progress paper investigates micro-credentials as an approach to redesign a course taught by several different instructors in our department…”
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Geospatial development by example with Python: build your first interactive map and build location-aware applications using cutting-edge examples in Python by Carreira, Pablo

“…Annotation Build your first interactive map and build location-aware applications using cutting-edge examples in PythonAbout This Book Learn the full geo-processing workflow using Python with open…”
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Unearthing open source decision‐making processes: A case study of python enhancement proposals by Nand Sharma, Pankajeshwara, Tony Roy Savarimuthu, Bastin, Stanger, Nigel

“… This work bridges this gap by unearthing enacted decision‐making processes available for Python Enhancement Proposals (PEPs…”
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